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陈光永

来源:     发布日期:2022-09-17    浏览次数:

基本信息

职称 教授

职务 博士生导师

研究方向: 机器学习、计算机视觉、系统辨识

办公室:计算机学院4号楼126

电子邮件: gychen@fzu.edu.cn; cgykeda@mail.ustc.edu.cn.

联系电话: 185****3946

       陈光永,1989年生,男,博士,研究员,博士生导师,福州大学旗山学者。主要研究方向为:计算机视觉、智能医学图像分析机器学习优化方法、系统辨识等。主持国家自然科学基金面上项目1项、福州大学科研项目1项,以第一/通讯作者在国际知名刊物IEEE TAC、TPAMI、TIP、TNNLS、TIM等上发表论文二十余篇。

科研项目:

[1] 国家自然科学基金面上项目,62173091,一类非线性模型的在线变量投影算法及其应用研究,2022/01-2025/12, 58万元,在研,主持。

[2] 福州大学旗山学者科研项目,GXRC-22014,可分离非线性模型的在线变量投影算法及其应用研究,2022/01-2025/12,30万元,在研,主持。

近年发表的部分论文:

[1] 第一作者. Embedded Point Iteration Based Recursive Algorithm for Online Identification of Nonlinear Regression Models. IEEE Transactions on Automatic Control, 2022in press. DOI: 10.1109/TAC.2022.3200950 (中科院二区SCI期刊论文,IF: 5.792)

[2] 第一作者. Online Identification of Nonlinear Systems With Separable Structure. IEEE Transactions on Neural Networks and Learning Systems, 2022, in press. DOI: 10.1109/TNNLS.2022.3215756 (中科院一区SCI期刊论文,IF: 10.451)

[3] 通讯作者. Global Learnable Attention for Single Supper Resolution. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, in press. (中科院一区SCI期刊论文,IF: 24.314)

[4] 第一作者. An iterative implementation of variable projection for separable nonlinear optimization problems. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022. DOI: 10.1109/TSMC.2022.3165323 (中科院一区SCI期刊论文,IF: 13.451)

[5] 通讯作者. Nuisance Parameter Estimation Algorithms for Separable Nonlinear Models. IEEE Transactions on System, Man, Cybernetics: Systems, 2022. DOI: 10.1109/TSMC.2022.3155871.(中科院一区SCI期刊论文,IF: 13.451

[6] 通讯作者. Constrained Variable Projection Optimization for Stationary RBF-AR Models. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022, 52(3):1882-1890. (中科院一区SCI期刊论文,IF: 13.451)

[7] 通讯作者. Model Selection for RBF-ARX models. Applied soft Computing, 2022, 121: 108723. (中科院二区SCI期刊,IF: 8.263)

[8] 通讯作者. Weighted Generalized Cross Validation Based Regularization for Broad Learning System. IEEE Transactions on Cybernetics, 2022, 52(5): 4064-4072 (中科院一区SCI期刊论文,IF: 11.448)

[9] 第一作者. Insights into algorithms for separable nonlinear least squares problems. IEEE Transactions on Image Processing, 2021, 30: 1207-1218.  (中科院一区SCI期刊论文,IF: 9.34)

[10] 第一作者. Basis Function Matrix based Flexible Coefficient Autoregressive Models: A Framework for Time Series and Nonlinear System Modeling. IEEE Transactions on Cybernetics, 2021, 51(2): 614-623. 中科院一区SCI期刊论文,IF: 11.448

[11] 第一作者. Frequency Principle in Broad Learning System. IEEE Transactions on Neural Networks and Learning Systems, 2021, in press. DOI: 10.1109/TNNLS.2021.3081568中科院一区SCI期刊论文,IF10.451

[12] 第一作者. A Novel Expectation Maximization Based Separable Algorithm for Parameter Identification of RBF-AR Model, Nonlinear Dynamics, 2021, 104: 4023-4034. DOI: 10.1007/s11071-021-06580-3 (中科院二区SCI期刊论文,IF: 4.867).

[13] 通讯作者. Recursive Variable Projection Algorithm for a Class of Separable Nonlinear Models. IEEE Transactions on Neural Network and Learning Systems, 2021, 32(11): 4971 - 4982. (中科院一区SCI期刊论文,IF: 10.451)

[14] 第一作者. Term Selection for a Class of Separable Nonlinear Models. IEEE Transactions on Neural Networks and Learning Systems. 2020, 31(2), 445-451.中科院一区SCI期刊论文,IF: 10.451

[15] 第一作者. A Regularized Variable Projection Algorithm for Separable Nonlinear Least Squares Problems. IEEE Transactions on Automatic Control2019, 64(2): 526-537.中科院二区SCI期刊论文,IF: 5.792

[16] 第一作者. Modified Gram-Schmidt Method-Based Variable Projection Algorithm for Separable Nonlinear problems. IEEE Transactions on Neural Networks and Learning Systems, 2019, 30(8): 2410-2418.中科院一区SCI期刊论文,IF: 10.451

[17] 第一作者. Regularization methods for separable nonlinear models. Nonlinear Dynamics, 2019, 98: 12871298. (中科院二区SCI期刊论文,IF: 4.867)

[18] 通讯作者. Adaptive RBF-AR Models Based on Multi-innovation Least Squares Method. IEEE Signal Processing Letters, 2019, 26(8): 1182-1186. (中科院三区SCI期刊论文,IF: 3.105)

[19] 第一作者. A Two-Stage Estimation Algorithm Based on Variable Projection Method for GPS Positioning. IEEE Transactions on Instrumentation and Measurement, 2018, 67 (11): 2518 - 2525.中科院三区SCI期刊论文,IF: 3.067

[20] 第一作者. Generalized Exponential Autoregressive Models for Nonlinear Time Series: Stationarity, Estimation and Applications. Information Sciences, 201843846-57.中科院一区SCI期刊论文,IF: 5.524

[21] 通讯作者. On Some Separated Algorithms for Separable Nonlinear Least Squares Problems. IEEE Transactions on Cybernetics, 2018, 48(10): 2866-2874.(中科院一区SCI期刊论文,IF: 11.448









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